Moondream: Moondream 3 (Preview)
4 benchmarks
Leaderboard position
#370
Overall rank (of 1121 models)
1365
Elo rating
4
Benchmarks
Top 33.0%
Percentile
In Moondream (of 1 models)
Above: lerobot: pi0_base #369
Below: ideogram: ideogram-4.0-quality #371
Benchmark highlights
Best benchmark
RefCOCO
91.1
Worst benchmark
PBench
50.5
Nearest competitor from another company
The model from another company with the most similar benchmark scores.
appeared as nearest in 1 of 4 benchmarks
1/4
25.0%
1/4
25.0%
| Model | Votes | % of benchmarks |
|---|---|---|
| Qwen: qwen3-vl-4b-instruct | 1 | 25.0% |
| Qwen: qwen3-vl-32b-instruct | 1 | 25.0% |
Benchmarks
Predicted scores
Estimated from 25 similar models and the global Elo rating. These are projections, not measured results.
| Benchmark | Predicted | Confidence | Based on |
|---|---|---|---|
| MATH-500 | ~95.24 | 50% | — |
| AIME 2025 | ~82.85 | 50% | — |
| AIME 2026 | ~83.37 | 50% | — |
| HMMT Feb 2026 | ~74.92 | 50% | — |
| GPQA Diamond | ~69.32 | 50% | — |
| MMLU-Pro | ~73.75 | 50% | — |
| Humanity's Last Exam (no tools) | ~20.72 | 50% | — |
| IFEval | ~89.25 | 50% | — |
| IFBench | ~61.79 | 50% | — |
| HumanEval | ~88.54 | 50% | — |
| MBPP | ~93.7 | 50% | — |
| Terminal-Bench v2.1 | ~39.2 | 50% | — |
| MMLU | ~80.83 | 50% | — |
| SWE-bench Verified | ~55.21 | 50% | — |
| SWE-bench Pro | ~33.07 | 50% | — |
| SciCode | ~34.9 | 50% | — |
| AA-LCR | ~53.07 | 50% | — |
| Artificial Analysis Intelligence Index v5.0.1 | ~12 | 50% | — |
| Humanity's Last Exam (with tools) | ~27.99 | 50% | — |
| GSM8K | ~99.6 | 50% | — |
| -(CoderPPL) | ~-1.69 | 50% | — |
| LiveCodeBench v6 | ~67.59 | 50% | — |
| MMMU-Pro | ~62.54 | 50% | — |
| MATH | ~82.19 | 50% | — |
| BBH | ~76.66 | 50% | — |